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HelioFill: History-conditioned Diffusion Estimation of Solar Far-side EUV Emission

  • Authors: Firas Ben Ameur, Rayan Dhib, Yahia Battach, Andrea Lani, Matteo Parsani, Omar Knio, Stefaan Poedts

Firas Ben Ameur et al 2026 The Astrophysical Journal Letters 1011 .

  • Provider: AAS Journals

Caption: Figure 6.

Equivalent observation age. Black: PSNR (left) and correlation (right) over the unobserved sector of the target at t scored against the target at t ± Δ. Dashed: HelioFill (15.50 dB, ρ = 0.520), which crosses the curves at ≈29 hr and ≈49 hr. Square: persistence at its mean information age. Triangle: the nearest training frame under a random split (median gap 1 hr), the information that protocol exposed (Appendix B).

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